Title :
LCD Codes and Iterative Decoding by Projections, a First Step Towards an Intuitive Description of Iterative Decoding
Author :
Etesami, Jalal ; Hu, Fangning ; Henkel, Werner
Author_Institution :
Electr. Eng. & Comput. Sci., Jacobs Univ. Bremen, Bremen, Germany
Abstract :
From our earlier works, we know that in the case of analog codes, a Turbo-like iterative decoding can be nicely illustrated as iterative projections onto super codes that correspond to parts of the parity check matrix. So-called LCD (linear code with complementary dual) codes are recognized as a counterpart in finite fields for the orthogonal case, where two iterative projections lead to the final solution. A method for decomposing an arbitrary LCD code C into two super LCD codes C1 and C2 such that decoding by iteratively projecting the received vector onto C1 and C2 results in the same decoding solution as directly projecting the vector onto the original code space C. This is not necessarily a maximum-likelihood solution opposite to the analog case. A bound on the probability of finding the nearest codeword is provided.
Keywords :
dual codes; iterative decoding; matrix algebra; maximum likelihood decoding; parity check codes; probability; turbo codes; LCD codes; analog codes; complementary dual codes; intuitive description; linear code; maximum-likelihood solution; parity check matrix; probability; turbo-like iterative decoding; Generators; IEEE Communications Society; Iterative decoding; Linear code; Matrix decomposition; Maximum likelihood decoding; Vectors;
Conference_Titel :
Global Telecommunications Conference (GLOBECOM 2011), 2011 IEEE
Conference_Location :
Houston, TX, USA
Print_ISBN :
978-1-4244-9266-4
Electronic_ISBN :
1930-529X
DOI :
10.1109/GLOCOM.2011.6133942